Aucune description

Alexander Freytag 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC il y a 11 ans
algebra 72d211d8f0 init il y a 12 ans
configs 72d211d8f0 init il y a 12 ans
doxy 72d211d8f0 init il y a 12 ans
kernels 72d211d8f0 init il y a 12 ans
matlab c36326ec41 minor correction for less default output il y a 11 ans
parameterizedFunctions 7fc06c0490 removed compiler warnings il y a 11 ans
progs 7fc06c0490 removed compiler warnings il y a 11 ans
tests 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC il y a 11 ans
tutorial 72d211d8f0 init il y a 12 ans
FMKGPHyperparameterOptimization.cpp 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC il y a 11 ans
FMKGPHyperparameterOptimization.h 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC il y a 11 ans
FastMinKernel.cpp 04a46dcd66 towards new persistent layout without configs, not completed yet il y a 11 ans
FastMinKernel.h 04a46dcd66 towards new persistent layout without configs, not completed yet il y a 11 ans
FeatureMatrixT.h 04a46dcd66 towards new persistent layout without configs, not completed yet il y a 11 ans
FeatureMatrixT.tcc 04a46dcd66 towards new persistent layout without configs, not completed yet il y a 11 ans
GMHIKernel.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
GMHIKernel.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
GPHIKClassifier.cpp 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
GPHIKClassifier.h 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
GPHIKRegression.cpp 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
GPHIKRegression.h 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
GPLikelihoodApprox.cpp 95ba8b79ec minor corrections for IL when going from OCC to binary and from binary to MC il y a 11 ans
GPLikelihoodApprox.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
IKMLinearCombination.cpp 7fc06c0490 removed compiler warnings il y a 11 ans
IKMLinearCombination.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
IKMNoise.cpp e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
IKMNoise.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
ImplicitKernelMatrix.cpp 72d211d8f0 init il y a 12 ans
ImplicitKernelMatrix.h e26c33948b OnlineLearnable added, GPHIK ready for IL with 1 example update, everything nice and clean il y a 11 ans
License 72d211d8f0 init il y a 12 ans
Makefile 72d211d8f0 init il y a 12 ans
Makefile.inc 72d211d8f0 init il y a 12 ans
OnlineLearnable.h d755cd9501 better doxygen docu for main classes il y a 11 ans
Quantization.cpp 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
Quantization.h 37d92063a8 completed refactoring wrt new persistent layout il y a 11 ans
README 72d211d8f0 init il y a 12 ans
SortedVectorSparse.h b7eb0a2202 Persisent in new layout for main classes of gp-hik-core implemented il y a 11 ans
VectorSorter.cpp 72d211d8f0 init il y a 12 ans
VectorSorter.h 72d211d8f0 init il y a 12 ans
doxyfile_gp_hik.txt 72d211d8f0 init il y a 12 ans
libdepend.inc 72d211d8f0 init il y a 12 ans
tools.h 72d211d8f0 init il y a 12 ans

README

This code requires the NICE-core library (available on github) and implements the ideas presented in the following papers:

Alexander Freytag and Erik Rodner and Paul Bodesheim and Joachim Denzler
"Rapid Uncertainty Computation with Gaussian Processes and Histogram Intersection Kernels"
Asian Conference on Computer Vision (ACCV). 2012.

Erik Rodner and Alexander Freytag and Paul Bodesheim and Joachim Denzler
"Large-Scale Gaussian Process Classification with Flexible Adaptive Histogram Kernels"
European Conference on Computer Vision (ECCV). 2012. pages 85--98

If you use this software in your research, you have to cite at least one of the two papers.

Problems, questions, and general feedback should be addressed to:

Alexander.Freytag uni-jena.de
Erik.Rodner uni-jena.de

Copyright (LGPL) Alexander Freytag and Erik Rodner